Research Use Only. KIRhub outputs are computational research artifacts. They are not validated for clinical decision-making, diagnosis, or treatment.

955985ca-7d97-4911-927a-3803e669a805

57a04cc7-d338-5a3c-b7c8-2bab0a458096

Score in workbench →

Clinical attributes

From the source cohort, normalized into canonical keys plus the project's native columns.

cancer_type
cancer_type_detailed
subtype
age_years
36

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

Top 10 most elevated and top 10 most suppressed Hallmark pathways for this sample.

Top 10 elevated

  • WNT_BETA_CATENIN_SIGNALING+0.260
  • MYC_TARGETS_V1+0.210
  • HEDGEHOG_SIGNALING+0.200
  • TGF_BETA_SIGNALING+0.200
  • G2M_CHECKPOINT+0.180
  • E2F_TARGETS+0.170
  • ALLOGRAFT_REJECTION+0.160
  • PANCREAS_BETA_CELLS+0.150
  • UV_RESPONSE_DN+0.110
  • MITOTIC_SPINDLE+0.050

Top 10 suppressed

  • CHOLESTEROL_HOMEOSTASIS-0.430
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.410
  • HYPOXIA-0.360
  • TNFA_SIGNALING_VIA_NFKB-0.310
  • GLYCOLYSIS-0.270
  • IL6_JAK_STAT3_SIGNALING-0.260
  • INTERFERON_ALPHA_RESPONSE-0.240
  • INTERFERON_GAMMA_RESPONSE-0.210
  • APOPTOSIS-0.200
  • DNA_REPAIR-0.200

Patient twins — nearest pathway neighbors

MeasuredDerived

10 samples closest to this one in 50-dim pathway space, drawn from the Pathway Atlas. Cosine similarity = 1 means identical pathway state.

9 twins match this tumor's tissue · 1 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1ce41f5d1-6e6d-4fc8-b8ed-a9479bcc8add
colon-landscapes@1
0.789
2AUR-AG0M-TTP1-A-2-0-R-A741-41
breast-umap@18
D0.786
3SRR12475135
colon-landscapes@1
0.773
4SRR10899974
melanoma-umap@29
0.765
5SRR934959
brain-umap@2
0.748
6TCGA-AC-A2QH-01B-04R-A22O-07
breast-umap@18
D0.748
7TCGA-E9-A1N9-01A-11R-A14D-07
breast-umap@18
C0.747
8SRR17866817
colon-landscapes@1
0.745
9SRR934948
brain-umap@2
0.733
10SJEPD030911_D1.RNA-Seq
medullo-epn-umap@date-based
EPNPosterior Fossa EPN0.731

Per-pathway drug coverage

ModeledCalibratedDerived

For each elevated pathway in this tumor, the best-reversing drug across the catalog. Uncovered pathways = unmet need at pathway level for this one patient.

0 of 14 elevated pathways have at least one drug that meaningfully reverses them.

Pathway (elevated)tumor scoreBest drugreversal magnitude
WNT_BETA_CATENIN_SIGNALING0.260Inavolisib— uncovered
MYC_TARGETS_V10.210Inavolisib— uncovered
HEDGEHOG_SIGNALING0.200Inavolisib— uncovered
TGF_BETA_SIGNALING0.200Inavolisib— uncovered
G2M_CHECKPOINT0.180Inavolisib— uncovered
E2F_TARGETS0.170Inavolisib— uncovered
ALLOGRAFT_REJECTION0.160Idelalisib— uncovered
PANCREAS_BETA_CELLS0.150Cobimetinib— uncovered
UV_RESPONSE_DN0.110Inavolisib— uncovered
MITOTIC_SPINDLE0.050Inavolisib— uncovered
SPERMATOGENESIS0.050Inavolisib— uncovered
APICAL_SURFACE0.020Temsirolimus— uncovered
KRAS_SIGNALING_DN0.010Remibrutinib— uncovered
NOTCH_SIGNALING0.010Inavolisib— uncovered